Using Random Forest to Improve the Downscaling of Global Livestock Census Data

Income Disparities and the Global Distribution of Intensively Farmed Chicken and Pigs

(2015) Marius Gilbert et al.   PLoS One

Global trends in antimicrobial use in food animals

(2015) Thomas P. Van Boeckel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Disaggregating Census Data for Population Mapping Using Random Forests with Remotely-Sensed and Ancillary Data

(2015) Forrest R. Stevens et al.   PLoS One

Mapping the Global Distribution of Livestock

(2014) Timothy P. Robinson et al.   PLoS One

Methods for Estimating Population Density in Data-Limited Areas: Evaluating Regression and Tree-Based Models in Peru

(2014) Weston Anderson et al.   PLoS One

Climate change mitigation through livestock system transitions

(2014) P. Havlik et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Predicting the risk of avian influenza A H7N9 infection in live-poultry markets across Asia

(2014) Marius Gilbert et al.   Nature Communications

High Resolution Population Distribution Maps for Southeast Asia in 2010 and 2015

(2013) Andrea E. Gaughan et al.   PLoS One

Zoonosis emergence linked to agricultural intensification and environmental change

(2013) B. A. Jones et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Biomass use, production, feed efficiencies, and greenhouse gas emissions from global livestock systems

(2013) M. Herrero et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

High-Resolution Global Maps of 21st-Century Forest Cover Change

(2013) M. C. Hansen et al.   SCIENCE

Predicting the distribution of intensive poultry farming in Thailand

(2012) Thomas P. Van Boeckel et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Population Distribution, Settlement Patterns and Accessibility across Africa in 2010

(2012) Catherine Linard et al.   PLoS One

Large-scale spatial population databases in infectious disease research

(2012) Catherine Linard et al.   International Journal of Health Geographics

Modelling the distribution of chickens, ducks, and geese in China

(2011) Diann J. Prosser et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Modelling the distribution of domestic ducks in Monsoon Asia

(2011) Thomas P. Van Boeckel et al.   AGRICULTURE ECOSYSTEMS & ENVIRONMENT

Using climatically based random forests to downscale coarse-grained potential natural vegetation maps in tropical Mexico

(2011) Raúl A. Vaca et al.   APPLIED VEGETATION SCIENCE

Statistical Downscaling of Wind Variability from Meteorological Fields

(2010) Robert J. Davy et al.   BOUNDARY-LAYER METEOROLOGY

Modelling the spatial distribution of livestock in Europe

(2009) Kathleen Neumann et al.   LANDSCAPE ECOLOGY

Croppers to livestock keepers: livelihood transitions to 2050 in Africa due to climate change

(2008) Peter G. Jones et al.   ENVIRONMENTAL SCIENCE & POLICY

Global Data for Ecology and Epidemiology: A Novel Algorithm for Temporal Fourier Processing MODIS Data

(2008) Jörn P. W. Scharlemann et al.   PLoS One